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Updated: Sep 10, 2025

Creating Objects and Object Categories for Studying Perception and Perceptual Learning
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Creating Objects and Object Categories for Studying Perception and Perceptual Learning

Published on: November 2, 2012

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一般化されたカテゴリ発見のためのハイパーボリック・ヒエラルキカル・レプレゼంటేション・ラーニング

Yu Duan, Feiping Nie, Huimin Chen

    IEEE transactions on neural networks and learning systems
    |August 21, 2025
    PubMed
    まとめ

    この研究では,ハイパーボリック幾何学を用いてデータ階層をより良く表す一般的なカテゴリ発見 (GCD) の新しい方法であるHypGCDを導入しています. HypGCDは,ラベルのないデータから既知のカテゴリーと新しいカテゴリーを識別するパフォーマンスを大幅に改善します.

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